Anisotropy Across Fields and Scales

This open access book focuses on processing, modeling, and visualization of anisotropy information, which are often addressed by employing sophisticated mathematical constructs such as tensors and other higher-order descriptors. It also discusses adaptations of such constructs to problems encountere...

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Detalles Bibliográficos
Autores principales: Evren Özarslan, Thomas Schultz, Eugene Zhang, Andrea Fuster
Formato: Libro
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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          Evren Özarslan
          Thomas Schultz
          Eugene Zhang
          Andrea Fuster
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          Evren Özarslan
          Thomas Schultz
          Eugene Zhang
          Andrea Fuster
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        Anisotropy
        Tensor fields
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          MATHEMATICS / Graphic Methods
          COMPUTERS / Image Processing
          COMPUTERS / Computer Science
          COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition
          MATHEMATICS / Algebra / Linear
          MATHEMATICS / Applied
          SCIENCE / Physics / Mathematical & Computational
          Anisotropy
          Tensor fields
      ab: This open access book focuses on processing, modeling, and visualization of anisotropy information, which are often addressed by employing sophisticated mathematical constructs such as tensors and other higher-order descriptors. It also discusses adaptations of such constructs to problems encountered in seemingly dissimilar areas of medical imaging, physical sciences, and engineering. Featuring original research contributions as well as insightful reviews for scientists interested in handling anisotropy information, it covers topics such as pertinent geometric and algebraic properties of tensors and tensor fields, challenges faced in processing and visualizing different types of data, statistical techniques for data processing, and specific applications like mapping white-matter fiber tracts in the brain.The book helps readers grasp the current challenges in the field and provides information on the techniques devised to address them. Further, it facilitates the transfer of knowledge between different disciplines in order to advance the research frontiers in these areas.This multidisciplinary book presents, in part, the outcomes of the seventh in a series of Dagstuhl seminars devoted to visualization and processing of tensor fields and higher-order descriptors, which was held in Dagstuhl, Germany, on October 28–November 2, 2018.
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    language: English
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